Machine Learning Developer

2 months ago


Singapore TECHNOLOGY SERVICES GROUP PTE. LTD. Full time
Roles & Responsibilities

Our company is at the forefront of innovation in financial technology. Our mission is to develop AI-driven strategies that predict market trends.


We're looking for talented individuals to join our newly founded trading team in our Singapore office as Machine Learning Developers with a specialization in predictive finance.


Responsibilities:

  • Develop and implement machine learning predictive models.
  • Collaborate closely with team members to create data-driven trading strategies and algorithms.
  • Conduct research on academic literature.
  • Explore various data sources to craft insightful features for machine learning models.
  • Continuously improve and monitor the performance of the ML models.
  • Stay up-to-date with the latest trends in machine learning.

Qualifications:

  • Bachelor’s, Master’s, or Ph.D. in Computer Science, Mathematics, or a related field.
  • Experience: 5+ years of experience in machine learning.
  • Technical Skills: Proficient in Python, R, TensorFlow, PyTorch, or similar machine learning frameworks.
  • Financial Acumen: Interest in financial markets, trading, and economics. A deep understanding of these subjects is strongly preferred but not required.
  • Problem-Solving: Outstanding problem-solving skills with the ability to apply machine learning techniques to complex market data.
  • Communication: Strong verbal and written communication skills to work effectively within our collaborative team.

Preferred Qualifications:

  • Experience with time-series analysis and forecasting.
  • Knowledge of the financial industry and experience working with big data.
  • Independent research experience.

Tell employers what skills you have

TensorFlow
Machine Learning
Sampling
Quantitative Research
Big Data
Video Analytics
Mathematics
Financial Acumen
Economics
PyTorch
Speech Recognition
Trading Strategies
Python
Anomaly Detection
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